AIAny - ai-agent

Superpowers

2025

obra (Jesse)

Superpowers is a skills library and end-to-end development workflow for coding agents. Built as a plugin/library for agent platforms (notably Claude Code), it provides composable skills that guide an agent through Socratic design refinement, plan generation, test-driven implementation, subagent-driven execution, and structured code review. The system emphasizes TDD, simplicity (YAGNI, DRY), and automated skill-triggering so a coding agent can run with minimal extra instructions.

claude plugin ai-coding ai-agent github+2

Deep Agents

2025

LangChain

Deepagents is an open-source agent harness built on LangChain and LangGraph. It equips agents with planning tools, a filesystem backend, sub-agent spawning, and middleware for handling complex, long-horizon tasks reliably and cost-effectively.

ai-agent github ai-library ai-development ai-tools+1

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

2025

DeepSeek-AI, Aixin Liu +262

DeepSeek-V3.2 is an open large language model that balances high computational efficiency with superior reasoning and agent capabilities. Key innovations include DeepSeek Sparse Attention (DSA) for reduced complexity in long contexts, a scalable reinforcement learning framework achieving GPT-5-level performance, and a large-scale agentic task synthesis pipeline for improved generalization in tool-use scenarios.